杭州电子科技大学图书馆书目检索系统

Online Public Access Catalogue

题名/责任者:

Applied intelligent decision making in machine learning / edited by Himansu Das, Jitendra Kumar Rout, Suresh Chandra Moharana, Nilanjan Dey.

出版发行项:

Boca Raton : CRC Press, 2020.

ISBN:

9780367503369:

载体形态项:

x, 252 pages : illustrations (black and white) ; 24 cm.

其他载体形态:

ebook version : 9781000208580.

丛编说明:

Computational intelligence in engineering problem solving

附加个人名称:

Das, Himansu, editor.

附加个人名称:

Rout, Jitendra Kumar, editor.

附加个人名称:

Moharana, Suresh Chandra, editor.

附加个人名称:

Dey, Nilanjan, 1984- editor.

论题主题:

Machine learning.

论题主题:

Decision making-Data processing.

中图法分类号:

TP181

摘要附注:

"The objective of this edited book is to share the outcomes from various research domains to develop efficient, adaptive, and intelligent models to handle the challenges related to decision making. It incorporates the advances in machine intelligent techniques such as data streaming, classification, clustering, pattern matching, feature selection, and deep learning in the decision-making process for several diversified applications such as agriculture, character recognition, landslide susceptibility, recommendation systems, forecasting air quality, healthcare, exchange rate prediction, and image dehazing. It also provides a premier interdisciplinary platform for scientists, researchers, practitioners, and educators to share their thoughts in the context of recent innovations, trends, developments, practical challenges, and advancements in the field of data mining, machine learning, soft computing, and decision science. It also focuses on the usefulness of applied intelligent techniques in the decision-making process in several aspects. To address these objectives, this edited book includes a dozen chapters contributed by authors from around the globe. The authors attempt to solve these complex problems using several intelligent machine-learning techniques. This allows researchers to understand the mechanism needed to harness the decision-making process using machine-learning techniques for their own respective endeavors"--Back cover.

豆瓣简介：